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Recurrent Knowledge Distillation

2018 25th IEEE International Conference on Image Processing (ICIP), 2018, p.3393-3397

2018

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Classification of Histology Sections via Multispectral Convolutional Sparse Coding

2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014-06, Vol.2014, p.3081-3088

2014

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Action Recognition with Improved Trajectories

2013 IEEE International Conference on Computer Vision, 2013, p.3551-3558

2013

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Latent Graph Representations for Critical View of Safety Assessment

IEEE transactions on medical imaging, 2023-12

2023

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Change detection needs change information: improving deep 3D point cloud change detection

IEEE transactions on geoscience and remote sensing, 2024-01

2024

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Towards Understanding Action Recognition

2013 IEEE International Conference on Computer Vision, 2013, p.3192-3199

2013

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PoTion: Pose MoTion Representation for Action Recognition

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.7024-7033

2018

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Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers

IEEE transactions on visualization and computer graphics, 2019-08, Vol.25 (8), p.2674-2693

2019

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MARS: Motion-Augmented RGB Stream for Action Recognition

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.7874-7883

2019

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Volltext

A Deep Multi-Task Learning Framework Coupling Semantic Segmentation and Fully Convolutional LSTM Networks for Urban Change Detection

IEEE transactions on geoscience and remote sensing, 2021-02

2021

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Bilinear Convolutional Neural Networks for Fine-Grained Visual Recognition

IEEE transactions on pattern analysis and machine intelligence, 2018-06, Vol.40 (6), p.1309-1322

2018

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Learning Semantic Correspondence Exploiting an Object-level Prior

IEEE transactions on pattern analysis and machine intelligence, 2020-08

2020

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AVA: A Video Dataset of Spatio-Temporally Localized Atomic Visual Actions

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.6047-6056

2018

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Appearance and Pose-Conditioned Human Image Generation using Deformable GANs

IEEE transactions on pattern analysis and machine intelligence, 2019-10

2019

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P-CNN: Pose-Based CNN Features for Action Recognition

2015 IEEE International Conference on Computer Vision (ICCV), 2015, p.3218-3226

2015

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DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation

IEEE transactions on pattern analysis and machine intelligence, 2019-07, Vol.41 (7), p.1559-1572

2019

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FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.2598-2606

2018

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Pose Estimation for Augmented Reality: A Hands-On Survey

IEEE transactions on visualization and computer graphics, 2016-12, Vol.22 (12), p.2633-2651

2016

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Action and Event Recognition with Fisher Vectors on a Compact Feature Set

2013 IEEE International Conference on Computer Vision, 2013, p.1817-1824

2013

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LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks

IEEE transactions on visualization and computer graphics, 2018-01, Vol.24 (1), p.667-676

2018

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Volltext

Infill Optimization for Additive Manufacturing—Approaching Bone-Like Porous Structures

IEEE transactions on visualization and computer graphics, 2018-02, Vol.24 (2), p.1127-1140

2018

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Volltext

Interaction Transformer for Human Reaction Generation: We address the challenging task of human reaction generation, which aims to generate a corresponding reaction based on an input action. Most of the existing works do not focus on generating and predicting the reaction and cannot generate the motion when only the action is given as input. To address this limitation, we propose a novel interaction Transformer (InterFormer) consisting of a Transformer network with both temporal and spatial attention. Specifically, temporal attention captures the te

IEEE transactions on multimedia, 2023, Vol.25, p.8842-8854

2023

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Saliency in VR: How Do People Explore Virtual Environments?

IEEE transactions on visualization and computer graphics, 2018-04, Vol.24 (4), p.1633-1642

2018

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DeepFlow: Large Displacement Optical Flow with Deep Matching

2013 IEEE International Conference on Computer Vision, 2013, p.1385-1392

2013

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Construction of the Virtual Embodiment Questionnaire (VEQ)

IEEE transactions on visualization and computer graphics, 2020-12, Vol.26 (12), p.3546-3556

2020

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Recurrent Knowledge Distillation

Classification of Histology Sections via Multispectral Convolutional Sparse Coding

Action Recognition with Improved Trajectories

Latent Graph Representations for Critical View of Safety Assessment

Change detection needs change information: improving deep 3D point cloud change detection

Towards Understanding Action Recognition

PoTion: Pose MoTion Representation for Action Recognition

Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers

MARS: Motion-Augmented RGB Stream for Action Recognition

A Deep Multi-Task Learning Framework Coupling Semantic Segmentation and Fully Convolutional LSTM Networks for Urban Change Detection

Bilinear Convolutional Neural Networks for Fine-Grained Visual Recognition

Learning Semantic Correspondence Exploiting an Object-level Prior

AVA: A Video Dataset of Spatio-Temporally Localized Atomic Visual Actions

Appearance and Pose-Conditioned Human Image Generation using Deformable GANs

P-CNN: Pose-Based CNN Features for Action Recognition

DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation

FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis

Pose Estimation for Augmented Reality: A Hands-On Survey

Action and Event Recognition with Fisher Vectors on a Compact Feature Set

LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks

Infill Optimization for Additive Manufacturing—Approaching Bone-Like Porous Structures

Saliency in VR: How Do People Explore Virtual Environments?

DeepFlow: Large Displacement Optical Flow with Deep Matching

Construction of the Virtual Embodiment Questionnaire (VEQ)

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